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Algorithmically engineered fast multichannel adaptive filter based on QR-RLS

算法上的快速通道设计基于QR自适应滤波器基于最小二乘

作     者:Harteneck, M McWhirter, JG Proudler, IK Stewart, RW 

作者机构:Univ Strathclyde Dept Elect & Elect Engn Signal Proc Div Glasgow G1 1XW Lanark Scotland DERA Malvern Malvern WR14 3PS Worcs England 

出 版 物:《IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING》 (IEE Proc Vision Image Signal Proc)

年 卷 期:1999年第146卷第1期

页      面:7-13页

核心收录:

主  题:.RLS 

摘      要:A fast version of the multichannel QR algorithm for RLS adaptive filtering, with channel filters of unequal length, is derived. This is achieved by applying the techniques of algorithmic engineering to a signal flow graph representation of the basic QR RLS algorithm. By virtue of this graphical approach, the derivation is relatively straightforward and circumvents the complex and notationally verbose matrix algebra usually involved in the derivation of fast RLS algorithms in general and the previously published, unequal-length, multichannel RLS lattice algorithm in particular.

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